tools-only MicroSim Generator Matching Criteria
This reference document provides detailed matching criteria for all available MicroSim generator skills. Use this to score and rank which generator best matches a given diagram specification.
Recent Updates
Version Check: This file is version-controlled on GitHub. Use scripts/check-version.py to verify you have the latest version.
- 2025-11-17: Initial release with 9 MicroSim generators
- Added: microsim-p5, chartjs-generator, math-function-plotter-plotly
- Added: mermaid-generator, vis-network, timeline-generator
- Added: map-generator, venn-diagram-generator, bubble-chart-generator
- Included comprehensive scoring guidelines for each generator
- Added decision tree and matching strategy sections
Scoring Scale
- 90-100: Perfect match - Primary use case for this generator
- 70-89: Strong match - Well-suited, minor limitations
- 50-69: Moderate match - Could work but not optimal
- 30-49: Weak match - Significant limitations or workarounds needed
- 0-29: Poor match - Not recommended, use different generator
General Matching Factors
When scoring, consider:
- Data Type Match: Does the specification's data structure align with what the generator expects?
- Interactivity Requirements: Does the needed interactivity match the generator's capabilities?
- Visual Style: Does the desired visual output match the generator's strengths?
- Complexity: Is the specification within the generator's complexity range?
- Trigger Words: Does the specification contain keywords strongly associated with this generator?
MicroSim Generator Profiles
1. microsim-p5
Skill Location: skills/microsim-p5/SKILL.md
Primary Use Cases:
- Custom animations and simulations
- Interactive educational visualizations
- Physics simulations
- Generative art and creative coding
- Unique visualizations not served by standard libraries
Data Types:
- Any data type (most flexible)
- Real-time/dynamic data
- Procedural/algorithmic visualizations
Interactivity Level:
- Very High
- Sliders, buttons, mouse tracking
- Real-time parameter changes
- Custom interaction models
Trigger Words/Phrases:
- "animation", "simulation", "interactive"
- "custom visualization", "p5.js", "creative"
- "physics", "movement", "bouncing", "particles"
- "generative", "procedural", "algorithmic"
Scoring Guidelines:
- Score 90-100 if: Specification requires custom animations, physics simulations, unique interactions not available in standard libraries, real-time updates, or mentions p5.js
- Score 70-89 if: Needs high interactivity with custom controls, visual effects, or creative visual style
- Score 50-69 if: Standard visualization with some custom styling needs
- Score 30-49 if: Could be done with p5 but standard library would be simpler
- Score 0-29 if: Pure data visualization better served by specialized libraries (charts, plots, diagrams)
Strengths:
- Complete flexibility and customization
- Complex animations and physics
- Real-time interactivity
- Creative visual effects
Limitations:
- Requires more development time
- Not optimized for standard charts/diagrams
- Steeper learning curve for users
2. chartjs-generator
Skill Location: skills/chartjs-generator/SKILL.md
Primary Use Cases:
- Standard statistical charts
- Data comparison visualizations
- Business intelligence dashboards
- Survey results and analytics
Data Types:
- Numerical data (continuous or discrete)
- Categorical data
- Time-series data (for line charts)
- Percentage/proportion data
Chart Types Supported:
- Bar charts (vertical/horizontal)
- Line charts
- Pie charts
- Doughnut charts
- Radar charts
- Polar area charts
- Scatter plots
- Bubble charts (also has dedicated bubble-chart-generator)
Interactivity Level:
- Medium
- Hover tooltips
- Legend toggling
- Responsive resizing
Trigger Words/Phrases:
- "chart", "bar chart", "line chart", "pie chart"
- "graph", "plot data", "visualize data"
- "compare", "statistics", "percentages"
- "dashboard", "analytics", "metrics"
Scoring Guidelines:
- Score 90-100 if: Specification explicitly requests one of the supported chart types with numerical/categorical data
- Score 70-89 if: Data visualization needs that closely align with standard chart types
- Score 50-69 if: Could be represented as a chart but might benefit from more specialized tools
- Score 30-49 if: Chart representation possible but not optimal (e.g., timeline data, network data)
- Score 0-29 if: Non-chart visualization (diagrams, maps, networks, mathematical functions)
Strengths:
- Well-established library
- Clean, professional appearance
- Fast implementation
- Wide variety of chart types
Limitations:
- Limited to standard chart types
- Less suitable for custom visualizations
- Not designed for diagrams or workflows
3. math-function-plotter-plotly
Skill Location: skills/math-function-plotter-plotly/SKILL.md
Primary Use Cases:
- Mathematical function plots
- Calculus visualizations
- Physics equations and wave functions
- Engineering transfer functions
- Scientific function analysis
Data Types:
- Mathematical expressions (f(x) = ...)
- Continuous functions
- Parametric equations
- Numerical function data
Function Categories:
- Trigonometric (sin, cos, tan)
- Polynomial (quadratic, cubic, etc.)
- Exponential and logarithmic
- Physics/engineering functions
- Custom mathematical expressions
Interactivity Level:
- High
- Interactive sliders to move points along curves
- Hover tooltips showing coordinates
- Zoom and pan
- PNG export
Trigger Words/Phrases:
- "function", "plot", "f(x)", "equation"
- "graph", "mathematical", "calculus"
- "sine", "cosine", "polynomial", "exponential"
- "plotly", "interactive function"
- "domain", "range", "continuous"
Scoring Guidelines:
- Score 90-100 if: Specification describes plotting a mathematical function with domain/range, mentions f(x) notation, or requests function exploration with sliders
- Score 70-89 if: Scientific/physics plot that can be expressed as a function
- Score 50-69 if: Numerical data that could be approximated as a function
- Score 30-49 if: Plot needs but not specifically functions (discrete data, categorical)
- Score 0-29 if: Non-plot visualizations (diagrams, charts, timelines, networks)
Strengths:
- Powerful Plotly.js library
- Smooth continuous curves (500+ points)
- Interactive exploration with sliders
- Educational lesson plans included
- Professional mathematical notation
Limitations:
- Focused on functions, not discrete data points
- Not suitable for diagrams or structural visualizations
- Requires function expression in JavaScript Math format
4. mermaid-generator
Skill Location: skills/mermaid-generator/SKILL.md
Primary Use Cases:
- Flowcharts and process diagrams
- State machines and state diagrams
- Sequence diagrams (interactions over time)
- Entity-relationship diagrams
- Class diagrams (UML)
- User journey maps
Data Types:
- Structural/hierarchical relationships
- Sequential processes
- State transitions
- Entity relationships
- Workflow steps
Diagram Types Supported:
- Flowchart/Graph - Decision trees, workflows
- State Diagram - State machines, lifecycle
- Sequence Diagram - Interactions, API calls
- ER Diagram - Database schemas
- Class Diagram - Object-oriented design
- User Journey - UX flows
- Block Diagram - System components
Interactivity Level:
- Low to Medium
- Primarily static diagrams
- Some hover effects
- Limited interactivity compared to other generators
Trigger Words/Phrases:
- "flowchart", "flow chart", "diagram"
- "workflow", "process", "procedure"
- "state machine", "state diagram"
- "sequence diagram", "interaction"
- "ER diagram", "entity relationship"
- "class diagram", "UML"
- "decision tree", "logic flow"
Scoring Guidelines:
- Score 90-100 if: Specification describes flowcharts, state machines, sequence diagrams, or other standard diagram types supported by Mermaid
- Score 70-89 if: Process or structural visualization that fits Mermaid's diagram types
- Score 50-69 if: Could be represented as a diagram but might need customization
- Score 30-49 if: Diagram needs but with heavy interactivity requirements
- Score 0-29 if: Data-driven visualizations (charts, plots, timelines) or highly interactive needs
Strengths:
- Wide variety of diagram types
- Clean, professional appearance
- Text-based specification (easy to modify)
- Good for documentation
Limitations:
- Limited interactivity
- Less suitable for data-heavy visualizations
- Shape sizes may not scale responsively
- Not ideal for network graphs with physics
5. vis-network
Skill Location: skills/vis-network/SKILL.md
Primary Use Cases:
- Network diagrams (nodes and edges)
- Concept dependency graphs
- Learning graphs showing prerequisite relationships
- Knowledge maps
- Social network visualizations
- System architecture diagrams with connections
Data Types:
- Nodes (entities) and edges (relationships)
- Graph structures
- Hierarchical data that can be graphed
- Network topologies
Interactivity Level:
- Very High
- Physics-based layout
- Drag nodes
- Click for details
- Zoom and pan
- Hover tooltips
- Dynamic clustering
Trigger Words/Phrases:
- "network", "graph", "nodes", "edges"
- "relationships", "connections", "dependencies"
- "concept map", "knowledge graph"
- "prerequisite", "dependency graph"
- "network diagram", "topology"
- "vis-network", "interactive graph"
Scoring Guidelines:
- Score 90-100 if: Specification describes nodes and edges, network relationships, dependency graphs, or concept maps with connections
- Score 70-89 if: Hierarchical or relational data that naturally forms a network structure
- Score 50-69 if: Connected data but could also be shown as a tree or diagram
- Score 30-49 if: Relationships exist but not the primary focus
- Score 0-29 if: Non-network visualizations (charts, plots, timelines, workflows without connections)
Strengths:
- Physics-based automatic layout
- Highly interactive
- Excellent for complex relationships
- Scales well with many nodes
- Group/cluster support
Limitations:
- Can be overwhelming with too many nodes
- Not ideal for strict hierarchies (use Mermaid instead)
- Requires node and edge data structure
6. timeline-generator
Skill Location: skills/timeline-generator/SKILL.md
Primary Use Cases:
- Historical timelines
- Project timelines and schedules
- Product roadmaps and release plans
- Course schedules and curricula
- Event chronologies
- Organizational milestones
Data Types:
- Temporal/chronological data
- Events with specific dates
- Date ranges (start and end dates)
- Categorized events (optional groups)
Interactivity Level:
- High
- Zoom in/out on timeline
- Pan left/right
- Click events for detailed information
- Category filtering with buttons
- Hover for tooltips
Trigger Words/Phrases:
- "timeline", "chronological", "chronology"
- "events", "history", "historical"
- "schedule", "calendar", "dates"
- "roadmap", "milestones", "phases"
- "project timeline", "course timeline"
- "sequence of events", "over time"
Scoring Guidelines:
- Score 90-100 if: Specification includes events with specific dates, mentions timeline/chronological order, or describes temporal sequences
- Score 70-89 if: Time-based data that would benefit from timeline visualization
- Score 50-69 if: Sequential data without specific dates (could use other methods)
- Score 30-49 if: Some temporal aspect but not the primary organizing principle
- Score 0-29 if: Non-temporal visualizations (charts, diagrams, networks, plots)
Strengths:
- Specialized for temporal data
- Excellent date handling and formatting
- Zoom and pan for long timelines
- Category filtering
- Event detail panels
Limitations:
- Requires date information
- Not suitable for non-temporal data
- Limited to linear time representation
7. map-generator
Skill Location: skills/map-generator/SKILL.md
Primary Use Cases:
- Geographic visualizations
- Location markers and points of interest
- Route visualization
- Regional data (GeoJSON)
- Campus maps, facility maps
- Travel itineraries
Data Types:
- Geographic coordinates (latitude, longitude)
- Location names (geocoded to coordinates)
- GeoJSON data for regions
- Marker data with descriptions
- Multiple map layers
Interactivity Level:
- Very High
- Zoom in/out
- Pan across map
- Click markers for popups
- Toggle layers
- Marker clustering for dense data
Trigger Words/Phrases:
- "map", "geographic", "location"
- "coordinates", "latitude", "longitude"
- "markers", "pins", "points of interest"
- "route", "path", "journey"
- "GeoJSON", "regions", "boundaries"
- "leaflet", "interactive map"
Scoring Guidelines:
- Score 90-100 if: Specification includes geographic coordinates, location names, map regions, or explicitly requests a map visualization
- Score 70-89 if: Location-based data that would benefit from spatial representation
- Score 50-69 if: Some geographic component but could use other representations
- Score 30-49 if: Location mentioned but not central to visualization
- Score 0-29 if: Non-geographic visualizations (charts, timelines, diagrams, plots)
Strengths:
- Full-featured mapping with Leaflet.js
- Multiple basemap options (street, satellite, terrain)
- Layer support for complex visualizations
- Marker customization
- GeoJSON support for regions
Limitations:
- Requires geographic data
- Not suitable for abstract spatial layouts
- May be overkill for simple location lists
8. venn-diagram-generator
Skill Location: skills/venn-diagram-generator/SKILL.md
Primary Use Cases:
- Set theory visualizations
- Category overlap comparisons
- Concept relationship diagrams (2-4 sets)
- Educational comparisons
- Feature comparison diagrams
Data Types:
- Sets (2-4 distinct categories)
- Set intersections and overlaps
- Educational definitions for each region
- Proportional or symbolic sizes
Interactivity Level:
- Medium
- Hover tooltips with educational definitions
- Static circular layout
- Definitions from glossary (preferred)
Trigger Words/Phrases:
- "venn", "venn diagram"
- "sets", "set theory", "overlap"
- "intersection", "union"
- "compare", "categories", "groups"
- "commonalities", "differences"
- "2 circles", "3 circles", "4 circles"
Scoring Guidelines:
- Score 90-100 if: Specification explicitly requests Venn diagram or describes 2-4 sets with overlaps and intersections
- Score 70-89 if: Category comparison that would benefit from showing overlaps
- Score 50-69 if: Comparison of categories but overlaps not emphasized
- Score 30-49 if: Multiple categories but no clear overlap relationships
- Score 0-29 if: Not a set comparison (charts, timelines, networks, plots)
Strengths:
- Clear visualization of set relationships
- Educational tooltips with glossary integration
- Simple, clean appearance
- Supports 2-4 sets
Limitations:
- Limited to 2-4 sets
- Proportional sizing can be misleading
- Less suitable for complex relationships (use vis-network instead)
- Library not actively maintained (use with caution)
Special Note: Always check /docs/glossary.md for existing definitions before asking user for set definitions.
9. bubble-chart-generator
Skill Location: skills/bubble-chart-generator/SKILL.md
Primary Use Cases:
- Priority matrices (2x2 grids)
- Impact vs Effort analysis
- Risk vs Value assessment
- Portfolio analysis
- Multi-dimensional data comparison (x, y, size)
Data Types:
- Items with 2-3 dimensions
- X-axis value (e.g., Effort, Time, Cost)
- Y-axis value (e.g., Impact, Value, Priority)
- Size dimension (optional, e.g., Resource requirement)
- Quadrant categorization
Interactivity Level:
- Medium
- Hover tooltips
- Quadrant highlighting
- Click for details
- Legend toggling
Trigger Words/Phrases:
- "priority matrix", "prioritization"
- "bubble chart", "bubble plot"
- "impact vs effort", "effort vs impact"
- "risk vs value", "value vs complexity"
- "portfolio", "quadrant", "2x2"
- "multi-dimensional", "scatter with size"
Scoring Guidelines:
- Score 90-100 if: Specification describes priority matrix, impact vs effort, 2x2 quadrant analysis, or bubble chart with 3 dimensions
- Score 70-89 if: Multi-dimensional comparison that would benefit from bubble visualization
- Score 50-69 if: 2D scatter plot without size dimension (could use chartjs instead)
- Score 30-49 if: Comparison data but not naturally 2D or quadrant-based
- Score 0-29 if: Non-comparative visualizations or single-dimension data
Strengths:
- Specialized for priority/portfolio analysis
- Quadrant labeling and highlighting
- Good for decision-making visualizations
- Clean Chart.js implementation
Limitations:
- Very specific use case
- Limited to 2-3 dimensions
- May be overkill for simple scatter plots
- Overlap can make bubbles hard to read with many items
Matching Strategy
Step-by-Step Matching Process
Extract Key Characteristics
- Data type (temporal, geographic, relational, numerical, categorical, mathematical)
- Visual style (chart, diagram, plot, map, timeline, network)
- Interactivity needs (static, hover, click, drag, sliders, real-time)
- Explicit mentions of tools/libraries
Identify Primary Matches
- Look for trigger words specific to each generator
- Match data type to generator specialization
- Consider visual style requirements
Score Each Generator
- Use the 0-100 scale defined for each generator above
- Consider multiple factors (data, interaction, visual, trigger words)
- Be honest about limitations
Rank by Score
- Sort generators from highest to lowest score
- Include top 3-5 recommendations minimum
- Always include at least one score above 50 if possible
Provide Reasoning
- Explain why the score is high/low
- Mention specific features that match or don't match
- Suggest alternatives if score is low
- Note any caveats or considerations
Decision Tree Examples
Has dates/timeline? → YES: timeline-generator (high score) → NO: Continue
Has geographic coordinates? → YES: map-generator (high score) → NO: Continue
Mathematical function f(x)? → YES: math-function-plotter-plotly (high score) → NO: Continue
Nodes and edges? → YES: vis-network (high score) → NO: Continue
Flowchart/process/workflow? → YES: mermaid-generator (high score) → NO: Continue
Sets with overlaps? → YES: venn-diagram-generator (high score) → NO: Continue
Priority matrix / 2x2? → YES: bubble-chart-generator (high score) → NO: Continue
Standard chart type (bar, line, pie)? → YES: chartjs-generator (high score) → NO: Continue
Custom/animated/unique? → YES: microsim-p5 (high score) → NO: Need more information
Common Ambiguities and How to Resolve
"Interactive visualization of data"
- Clarify: What type of data? What kind of interaction?
- Consider: chartjs-generator (if standard charts), microsim-p5 (if custom)
"Graph showing..."
- Clarify: "Graph" can mean chart (ChartJS) or network graph (vis-network)
- Look for: Nodes/edges → vis-network; Data points → chartjs or function plot
"Diagram of..."
- Clarify: Structural (Mermaid), Network (vis-network), or Custom (p5)?
- Look for: Process words → Mermaid; Relationship words → vis-network
"Timeline with events"
- Clear choice: timeline-generator (high score)
- Alternative: chartjs line chart (lower score)
"Map of concepts"
- Clarify: Geographic map or concept map?
- Geographic → map-generator
- Conceptual → vis-network or mermaid-generator
Quality Assurance
When providing match scores, ensure:
- At least one score ≥ 70: There should be a good match
- Diversity in scores: Show range of options (don't score everything 50)
- Clear reasoning: Explain scores with specific features
- Honesty about limitations: Don't oversell poor matches
- Alternative suggestions: If primary match has limitations, mention alternatives
- Complete ranking: Include all relevant generators (usually 3-5 minimum)